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糖尿病前期和运动小鼠中与胰岛素抵抗相关的肝脏mRNA-长链非编码RNA(HML)网络的调控及生物信息学筛选

Modulation and bioinformatics screening of hepatic mRNA-lncRNAs (HML) network associated with insulin resistance in prediabetic and exercised mice.

作者信息

Kazeminasab Fatemeh, Marandi Sayed Mohammad, Baharlooie Maryam, Nasr-Esfahani Mohammad Hossein, Ghaedi Kamran

机构信息

Department of Exercise Physiology, Faculty of Sport Sciences, University of Isfahan, Hezar Jerib Avenue, Azadi Sq., Isfahan, 81746-73441, Iran.

Department of Physical Education and Sport Sciences, Faculty of Human Sciences, University of Kashan, Ravand Street, Kashan, 87317-35153, Iran.

出版信息

Nutr Metab (Lond). 2021 Jul 20;18(1):75. doi: 10.1186/s12986-021-00600-0.

Abstract

BACKGROUND

Insulin resistance is associated with prediabetes and further progression to type 2 diabetes mellitus (T2DM). This study aims to investigate novel hepatic lncRNAs associated with key genes in insulin resistance in prediabetes.

METHODS

In the bioinformatics phase, we have collected screened a pool of lncRNAs and mRNAs according to their potential association to prediabetic condition. We performed pathway analysis of mRNAs, using DAVID tool based on KEGG repository data. Then, we used Python programming language to get a subset of lncRNAs located in 50 kb proximity with high-fat (HF)-responsive mRNAs. In the experimental phase, prediabetic mice model was established by the treatment of HF diets for 12 weeks. After this treatment, HF-fed animals were divided into two groups of endurance exercised or sedentary, both continuing on the HF diet for 8 weeks. Besides, a group of diabetic mice was treated using a HF diet for 8 weeks followed by injection with STZ solution and then a HF diet for another 4 weeks.

RESULTS

We found three genes having paired lncRNAs annotated in insulin resistance pathway. Their hepatic expression levels were altered in prediabetic condition as upregulation of Srebf1 was associated with GM38501, upregulation of Pck1 was associated with Ctcflos and GM36691, downregulation of Cpt1b was associated with GM44502. All of these expression patterns were replicated in diabetic mice, correlated positively with their predicted lncRNAs. Interestingly, exercise reversed their expression patterns.

CONCLUSIONS

We suggest that the expression pattern of the hepatic mRNA-lncRNA (HML) network in prediabetic state undergoes similar modification to that of diabetes.

摘要

背景

胰岛素抵抗与糖尿病前期以及进一步发展为2型糖尿病(T2DM)相关。本研究旨在调查与糖尿病前期胰岛素抵抗关键基因相关的新型肝脏长链非编码RNA(lncRNA)。

方法

在生物信息学阶段,我们根据lncRNA和mRNA与糖尿病前期状态的潜在关联收集并筛选了一批lncRNA和mRNA。我们使用基于KEGG数据库数据的DAVID工具对mRNA进行通路分析。然后,我们使用Python编程语言获得位于与高脂(HF)反应性mRNA距离50 kb范围内的lncRNA子集。在实验阶段,通过给予HF饮食12周建立糖尿病前期小鼠模型。此处理后,给予HF饮食的动物分为耐力运动组或久坐组,两组均继续给予HF饮食8周。此外,一组糖尿病小鼠先给予HF饮食8周,随后注射链脲佐菌素溶液,然后再给予HF饮食4周。

结果

我们发现三个基因在胰岛素抵抗通路中有配对的lncRNA注释。它们在糖尿病前期状态下肝脏表达水平发生改变,Srebf1的上调与GM38501相关,Pck1的上调与Ctcflos和GM36691相关,Cpt1b的下调与GM44502相关。所有这些表达模式在糖尿病小鼠中均得到重现,与它们预测的lncRNA呈正相关。有趣的是,运动逆转了它们的表达模式。

结论

我们认为糖尿病前期状态下肝脏mRNA-lncRNA(HML)网络的表达模式与糖尿病状态下的表达模式经历相似的改变。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4d72/8290563/5c460e1c72a2/12986_2021_600_Fig1_HTML.jpg

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